agent-architecture-audit

agent-architecture-audit is a skill for Claude Code from Simon-Hwang/gg-plugins. It costs 70 tokens per session (2,301 once invoked), scanned A, original, no licence file.

A full-stack diagnostic for applications that use AI agents or language models. It checks twelve layers of the agent system, including memory, tool use, repair loops, and how results are displayed.

In plain words
What is it for?
Use it to audit an agent application, rank the severity of its problems, and produce code-focused fixes.
Why use it?
It helps find hidden problems that can make an agent forget context, misuse tools, repeatedly repair itself, or render corrupted output.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the gg plugin — 65 skills, 39 commands, 35 agents, 8 hooks, 2 MCP servers shipped together

Good fit Use it to audit an agent application, rank the severity of its problems, and produce code-focused fixes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/simon-hwang/gg-plugins/agent-architecture-audit
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Simon-Hwang/gg-plugins --skill agent-architecture-audit
Clone the repo
git clone --depth 1 https://github.com/Simon-Hwang/gg-plugins

Made for: Claude Code.

Or install gg, the plugin that ships this one along with the rest of its 65 skills, 39 commands, 35 agents, 8 hooks, 2 MCP servers.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for agent-architecture-audit

README.md
[![agentmods](https://agentmods.dev/badge/skills/simon-hwang/gg-plugins/agent-architecture-audit.svg)](https://agentmods.dev/skills/simon-hwang/gg-plugins/agent-architecture-audit)
Your own site
<a href="https://agentmods.dev/skills/simon-hwang/gg-plugins/agent-architecture-audit"><img src="https://agentmods.dev/badge/skills/simon-hwang/gg-plugins/agent-architecture-audit.svg" alt="Measured on agentmods" height="20"></a>
Per session 70 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,301 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00070 $0.02301
Opus 5 $0.00035 $0.01151
Sonnet 5 $0.00014 $0.00460
Haiku 4.5 $0.00007 $0.00230

Measured 4d ago against content hash 43a69ea3ad56, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

agent-architecture-audit scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/gg/skills/agent-architecture-audit/SKILL.md · 257 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 257 lines · 70 tokens per session scan A 43a69ea3ad56

Subscribe to this mod's changes

agent-architecture-audit is a skill published in the GitHub repository Simon-Hwang/gg-plugins (2 stars, last pushed 1mo ago), with no licence file. It adds 70 tokens to every session and 2,301 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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